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Game Theory in Communication Networks - Cooperative Resolution of Interactive Networking Scenarios (Paperback)
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Game Theory in Communication Networks - Cooperative Resolution of Interactive Networking Scenarios (Paperback)
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A mathematical tool for scientists and researchers who work with
computer and communication networks, Game Theory in Communication
Networks: Cooperative Resolution of Interactive Networking
Scenarios addresses the question of how to promote cooperative
behavior in interactive situations between heterogeneous entities
in communication networking scenarios. It explores network design
and management from a theoretical perspective, using game theory
and graph theory to analyze strategic situations and demonstrate
profitable behaviors of the cooperative entities. The book promotes
the use of Game Theory to address important resource management and
security issues found in next generation communications networks,
particularly heterogeneous networks, for cases where cooperative
interactive networking scenarios can be formulated. It provides
solutions for representative mechanisms that need improvement by
presenting a theoretical step-by-step approach. The text begins
with a presentation of theory that can be used to promote
cooperation for the entities in a particular interactive situation.
Next, it examines two-player interaction as well as interactions
between multiple players. The final chapter presents and examines a
performance evaluation framework based on MATLAB (R). Each chapter
begins by introducing basic theory for dealing with a particular
interactive situation and illustrating how particular aspects of
game theory can be used to formulate and solve interactive
situations that appear in communication networks regularly. The
second part of each chapter presents example scenarios that
demonstrate the applicability and power of the theory-illustrating
a number of cooperative interactions and discussing how they could
be addressed within the theoretical framework presented in the
first part of the chapter. The book also includes simulation code
that can be downloaded so you can use some or all of the proposed
models to improve your own network designs. Specific topics covered
include network selection, user-network interaction, network
synthesis, and context-aware security provisioning.
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